Features
Cell-ontology markers
Features tested
53
Label tier
cell_type_tier_3
Marker output
162 rows
QC
QC passed
Seurat FindAllMarkers, one curated cell-ontology label versus all others. Effect size is logFC; significance is BH FDR.
| Cell ontology | Feature | logFC | FDR | p value |
|---|---|---|---|---|
| Granulocyte | MPO | 8.135 | 0.00e+0 | 0.00e+0 |
| Granulocyte | MMP9 | 6.009 | 0.00e+0 | 0.00e+0 |
| Granulocyte | HIF1a | 4.856 | 0.00e+0 | 0.00e+0 |
| Granulocyte | CD45 | 2.385 | 0.00e+0 | 0.00e+0 |
| Granulocyte | GZMB | 3.898 | 4.26e-246 | 1.18e-246 |
| Granulocyte | CD68 | 2.860 | 9.16e-173 | 3.05e-173 |
| Granulocyte | CD20 | 2.747 | 5.40e-102 | 2.10e-102 |
| Granulocyte | CD11c | 2.354 | 1.18e-52 | 5.22e-53 |
| Granulocyte | CD36 | 1.865 | 7.43e-41 | 3.71e-41 |
| Granulocyte | Na | 0.268 | 6.67e-33 | 3.71e-33 |
| Granulocyte | VIM | 0.834 | 1.83e-31 | 1.12e-31 |
| Granulocyte | CD14 | 1.324 | 1.43e-16 | 9.77e-17 |
| Granulocyte | CD44 | 0.527 | 1.43e-16 | 1.03e-16 |
| Granulocyte | GLUT1 | 0.514 | 4.22e-10 | 3.28e-10 |
| Granulocyte | CD31 | 1.268 | 3.17e-8 | 2.65e-8 |
| Granulocyte | CD3 | 0.803 | 2.41e-5 | 2.14e-5 |
| Granulocyte | FAP | 0.614 | 7.59e-4 | 7.17e-4 |
| Granulocyte | HLADRDPDQ | 0.261 | 4.47e-2 | 4.47e-2 |
| Mast cell | Tryptase | 7.418 | 0.00e+0 | 0.00e+0 |
| Mast cell | VIM | 1.651 | 6.82e-266 | 1.51e-266 |
| Mast cell | CD44 | 1.368 | 3.35e-221 | 1.12e-221 |
| Mast cell | GZMB | 2.787 | 4.15e-78 | 1.84e-78 |
| Mast cell | IDO1 | 1.612 | 4.95e-66 | 2.75e-66 |
| Mast cell | COLI | 1.022 | 1.25e-45 | 8.34e-46 |
| Mast cell | CD45 | 0.719 | 2.15e-32 | 1.67e-32 |
| Mast cell | COX2 | 1.062 | 1.73e-26 | 1.53e-26 |
| Mast cell | CD36 | 0.376 | 2.54e-3 | 2.54e-3 |
| B cell | CD20 | 7.102 | 0.00e+0 | 0.00e+0 |
| B cell | CD45 | 2.859 | 0.00e+0 | 0.00e+0 |
| B cell | HLADRDPDQ | 2.818 | 0.00e+0 | 0.00e+0 |
| B cell | CD44 | 1.322 | 3.70e-125 | 6.72e-126 |
| B cell | GLUT1 | 1.263 | 1.17e-119 | 2.67e-120 |
| B cell | VIM | 1.451 | 1.76e-117 | 4.81e-118 |
| B cell | CD4 | 2.025 | 1.44e-104 | 4.58e-105 |
| B cell | Au | 0.390 | 1.97e-104 | 7.17e-105 |
| B cell | Ta | 0.509 | 2.88e-97 | 1.18e-97 |
| B cell | CD3 | 1.996 | 9.67e-93 | 4.40e-93 |
| B cell | Ca40 | 0.304 | 3.12e-74 | 1.56e-74 |
| B cell | Na | 0.270 | 6.00e-54 | 3.27e-54 |
| B cell | COLI | 1.580 | 6.82e-40 | 4.03e-40 |
| B cell | pS6 | 0.920 | 1.46e-37 | 9.29e-38 |
| B cell | CD8 | 1.645 | 3.64e-33 | 2.48e-33 |
| B cell | HIF1a | 1.294 | 1.09e-27 | 7.96e-28 |
| B cell | FAP | 1.355 | 5.38e-23 | 4.16e-23 |
| B cell | ECADKRTCD45GLUT1CD44 | 0.330 | 7.71e-22 | 6.31e-22 |
| B cell | CD14 | 0.807 | 5.09e-19 | 4.40e-19 |
| B cell | CD36 | 1.119 | 1.02e-11 | 9.30e-12 |
| B cell | ECADKRTCD45GLUT1 | 0.314 | 8.66e-11 | 8.26e-11 |
| B cell | CD68 | 0.403 | 5.18e-4 | 5.18e-4 |
| T cell | CD3 | 5.651 | 0.00e+0 | 0.00e+0 |
| T cell | CD4 | 5.252 | 0.00e+0 | 0.00e+0 |
| T cell | CD8 | 5.239 | 0.00e+0 | 0.00e+0 |
| T cell | CD20 | 3.526 | 0.00e+0 | 0.00e+0 |
| T cell | CD45 | 3.183 | 0.00e+0 | 0.00e+0 |
| T cell | CD11c | 2.852 | 0.00e+0 | 0.00e+0 |
| T cell | HLADRDPDQ | 2.134 | 0.00e+0 | 0.00e+0 |
| T cell | VIM | 1.699 | 0.00e+0 | 0.00e+0 |
| T cell | CD44 | 1.467 | 0.00e+0 | 0.00e+0 |
| T cell | GLUT1 | 1.073 | 0.00e+0 | 0.00e+0 |
| T cell | CD14 | 1.642 | 5.61e-292 | 2.47e-292 |
| T cell | COLI | 1.294 | 4.16e-228 | 2.00e-228 |
| T cell | HIF1a | 1.525 | 2.23e-225 | 1.16e-225 |
| T cell | ECADKRTCD45GLUT1CD44 | 0.383 | 5.71e-192 | 3.20e-192 |
| T cell | FAP | 1.569 | 1.61e-189 | 9.64e-190 |
| T cell | Ta | 0.293 | 1.25e-170 | 8.03e-171 |
| T cell | CD68 | 1.451 | 1.32e-153 | 8.95e-154 |
| T cell | MMP9 | 1.693 | 7.54e-136 | 5.43e-136 |
| T cell | PDL1 | 1.541 | 1.32e-97 | 1.01e-97 |
| T cell | ECADKRTCD45GLUT1 | 0.357 | 7.92e-94 | 6.34e-94 |
| T cell | ECADKRTCD45 | 0.343 | 5.15e-52 | 4.32e-52 |
| T cell | CD31 | 0.739 | 6.81e-43 | 5.99e-43 |
| T cell | CD36 | 0.833 | 7.55e-43 | 6.95e-43 |
| T cell | pS6 | 0.275 | 1.06e-17 | 1.02e-17 |
| T cell | IDO1 | 0.443 | 1.90e-9 | 1.90e-9 |
| Endothelial cell | CD31 | 5.530 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | CD36 | 2.922 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | VIM | 1.906 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | SMA | 1.730 | 0.00e+0 | 0.00e+0 |
| Endothelial cell | COLI | 1.337 | 1.04e-289 | 8.63e-290 |
| Endothelial cell | FAP | 1.170 | 2.55e-73 | 2.55e-73 |
| Macrophage | CD68 | 4.918 | 0.00e+0 | 0.00e+0 |
| Macrophage | PD1 | 4.355 | 0.00e+0 | 0.00e+0 |
| Macrophage | MMP9 | 3.492 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD4 | 2.730 | 0.00e+0 | 0.00e+0 |
| Macrophage | HLADRDPDQ | 2.352 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD45 | 2.153 | 0.00e+0 | 0.00e+0 |
| Macrophage | CD11c | 2.859 | 3.66e-297 | 1.17e-297 |
| Macrophage | VIM | 1.359 | 2.37e-224 | 8.60e-225 |
| Macrophage | Background | 0.347 | 2.18e-116 | 8.91e-117 |
| Macrophage | CD14 | 1.631 | 1.66e-107 | 7.54e-108 |
| Macrophage | CD3 | 1.759 | 2.81e-107 | 1.40e-107 |
| Macrophage | GLUT1 | 0.811 | 5.00e-90 | 2.73e-90 |
| Macrophage | COLI | 1.208 | 8.86e-81 | 5.24e-81 |
| Macrophage | CD36 | 1.592 | 2.56e-73 | 1.63e-73 |
| Macrophage | CD44 | 0.733 | 6.33e-69 | 4.32e-69 |
| Macrophage | HIF1a | 1.440 | 1.06e-57 | 7.71e-58 |
| Macrophage | PDL1 | 1.619 | 1.34e-55 | 1.04e-55 |
| Macrophage | CD8 | 1.482 | 3.51e-47 | 2.87e-47 |
| Macrophage | CD31 | 0.863 | 1.56e-21 | 1.35e-21 |
| Macrophage | FAP | 0.869 | 2.27e-19 | 2.07e-19 |
| Macrophage | IDO1 | 1.075 | 2.68e-17 | 2.56e-17 |
| Macrophage | pS6 | 0.481 | 5.69e-11 | 5.69e-11 |
| Monocyte | CD14 | 3.785 | 0.00e+0 | 0.00e+0 |
| Monocyte | HLADRDPDQ | 2.045 | 0.00e+0 | 0.00e+0 |
| Monocyte | CD45 | 1.808 | 0.00e+0 | 0.00e+0 |
| Monocyte | VIM | 1.097 | 7.56e-307 | 2.75e-307 |
| Monocyte | COLI | 1.234 | 1.09e-169 | 4.93e-170 |
| Monocyte | CD36 | 1.741 | 3.20e-158 | 1.75e-158 |
| Monocyte | HIF1a | 1.342 | 8.72e-107 | 5.55e-107 |
| Monocyte | CD68 | 0.692 | 1.09e-41 | 7.94e-42 |
| Monocyte | FAP | 0.658 | 3.28e-19 | 2.69e-19 |
| Monocyte | pS6 | 0.361 | 1.63e-15 | 1.49e-15 |
| Monocyte | CD44 | 0.259 | 2.08e-14 | 2.08e-14 |
| Dendritic cell | CD11c | 3.623 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | HLADRDPDQ | 2.978 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD45 | 2.078 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | COLI | 1.650 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | VIM | 1.193 | 0.00e+0 | 0.00e+0 |
| Dendritic cell | CD4 | 1.971 | 4.07e-272 | 1.63e-272 |
| Dendritic cell | Ta | 0.300 | 7.36e-175 | 3.44e-175 |
| Dendritic cell | CD68 | 1.369 | 1.73e-96 | 9.21e-97 |
| Dendritic cell | HIF1a | 1.091 | 2.09e-53 | 1.25e-53 |
| Dendritic cell | FAP | 0.822 | 5.67e-43 | 3.78e-43 |
| Dendritic cell | CD14 | 1.142 | 4.71e-42 | 3.46e-42 |
| Dendritic cell | GLUT1 | 0.419 | 7.63e-37 | 6.10e-37 |
| Dendritic cell | CD44 | 0.396 | 2.36e-29 | 2.05e-29 |
| Dendritic cell | pS6 | 0.454 | 1.99e-19 | 1.86e-19 |
| Dendritic cell | CD36 | 0.370 | 1.23e-7 | 1.23e-7 |
| Myoepithelial cell | SMA | 3.122 | 0.00e+0 | 0.00e+0 |
| Myoepithelial cell | P63 | 2.960 | 0.00e+0 | 0.00e+0 |
| Myoepithelial cell | CK5norm | 2.539 | 0.00e+0 | 0.00e+0 |
| Myoepithelial cell | CK5 | 1.949 | 0.00e+0 | 0.00e+0 |
| Myoepithelial cell | ECAD | 0.494 | 4.39e-162 | 3.13e-162 |
| Myoepithelial cell | HER2 | 0.461 | 1.06e-60 | 9.05e-61 |
| Myoepithelial cell | IDO1 | 0.358 | 1.83e-18 | 1.83e-18 |
| Tumor/Malignant cell | ER | 2.811 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | PanKRT | 2.530 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | CK7 | 2.490 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | ECADKRT | 2.349 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | ECAD | 2.158 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | HER2 | 2.060 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | Ki67 | 1.705 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | ECADKRTCD45 | 1.333 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | COX2 | 1.261 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | ECADKRTCD45GLUT1 | 1.102 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | ECADKRTCD45GLUT1CD44 | 0.863 | 0.00e+0 | 0.00e+0 |
| Tumor/Malignant cell | GLUT1 | 0.312 | 2.36e-278 | 1.89e-278 |
| Tumor/Malignant cell | CK5 | 0.619 | 6.43e-259 | 5.57e-259 |
| Tumor/Malignant cell | IDO1 | 0.916 | 1.24e-207 | 1.15e-207 |
| Tumor/Malignant cell | pS6 | 0.481 | 2.05e-186 | 2.05e-186 |
| Immune cell, unspecified | CD45 | 2.457 | 0.00e+0 | 0.00e+0 |
| Immune cell, unspecified | MMP9 | 2.905 | 1.61e-81 | 5.38e-82 |
| Immune cell, unspecified | Ta | 0.284 | 2.17e-62 | 1.08e-62 |
| Immune cell, unspecified | HIF1a | 1.892 | 5.61e-26 | 3.74e-26 |
| Immune cell, unspecified | VIM | 0.337 | 3.28e-16 | 2.74e-16 |
| Immune cell, unspecified | COLI | 0.529 | 4.03e-12 | 4.03e-12 |
| Fibroblast | FAP | 2.246 | 0.00e+0 | 0.00e+0 |
| Fibroblast | VIM | 1.809 | 0.00e+0 | 0.00e+0 |
| Fibroblast | COLI | 1.800 | 0.00e+0 | 0.00e+0 |
| Fibroblast | Ta | 0.296 | 0.00e+0 | 0.00e+0 |
| Fibroblast | CD36 | 1.616 | 1.47e-215 | 1.22e-215 |
| Fibroblast | SMA | 0.833 | 3.42e-163 | 3.42e-163 |